• 제목/요약/키워드: Health Data Collection

검색결과 1,284건 처리시간 0.025초

Prediction of Lung Cancer Based on Serum Biomarkers by Gene Expression Programming Methods

  • Yu, Zhuang;Chen, Xiao-Zheng;Cui, Lian-Hua;Si, Hong-Zong;Lu, Hai-Jiao;Liu, Shi-Hai
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권21호
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    • pp.9367-9373
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    • 2014
  • In diagnosis of lung cancer, rapid distinction between small cell lung cancer (SCLC) and non-small cell lung cancer (NSCLC) tumors is very important. Serum markers, including lactate dehydrogenase (LDH), C-reactive protein (CRP), carcino-embryonic antigen (CEA), neurone specific enolase (NSE) and Cyfra21-1, are reported to reflect lung cancer characteristics. In this study classification of lung tumors was made based on biomarkers (measured in 120 NSCLC and 60 SCLC patients) by setting up optimal biomarker joint models with a powerful computerized tool - gene expression programming (GEP). GEP is a learning algorithm that combines the advantages of genetic programming (GP) and genetic algorithms (GA). It specifically focuses on relationships between variables in sets of data and then builds models to explain these relationships, and has been successfully used in formula finding and function mining. As a basis for defining a GEP environment for SCLC and NSCLC prediction, three explicit predictive models were constructed. CEA and NSE are requentlyused lung cancer markers in clinical trials, CRP, LDH and Cyfra21-1 have significant meaning in lung cancer, basis on CEA and NSE we set up three GEP models-GEP 1(CEA, NSE, Cyfra21-1), GEP2 (CEA, NSE, LDH), GEP3 (CEA, NSE, CRP). The best classification result of GEP gained when CEA, NSE and Cyfra21-1 were combined: 128 of 135 subjects in the training set and 40 of 45 subjects in the test set were classified correctly, the accuracy rate is 94.8% in training set; on collection of samples for testing, the accuracy rate is 88.9%. With GEP2, the accuracy was significantly decreased by 1.5% and 6.6% in training set and test set, in GEP3 was 0.82% and 4.45% respectively. Serum Cyfra21-1 is a useful and sensitive serum biomarker in discriminating between NSCLC and SCLC. GEP modeling is a promising and excellent tool in diagnosis of lung cancer.

모바일 베이커리 어플리케이션에 대한 지각된 유용성과 용이성이 지속적 이용에 미치는 영향 (The Effects of Mobile Bakery Application's Perceived Usefulness and Easiness on Its Continuous Use)

  • 이명호;소영진
    • 한국조리학회지
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    • 제21권2호
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    • pp.171-186
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    • 2015
  • 본 연구는 모바일 베이커리 어플리케이션에 대한 혁신성, 정보의존성, 정보제공 충분성 및 리뷰 신뢰성이 지각된 유용성과 지각된 용이성 그리고 최종적으로 지속적 이용에 미치는 영향관계를 검증하여 베이커리산업에 유용한 정보를 제시하고자 하였다. 자료 수집은 2014년 9월 1일부터 30일까지 실시하였으며, 설문지는 총 500부를 배포하여 455부를 회수하였고, 이 중 통계분석이 가능한 441부에 대하여 SPSS 18.0과 AMOS 18.0을 이용하여 요인분석과 신뢰성 검증을 실시하고, 제시된 연구가설을 검증하기 위해서 공분산 구조분석을 실시하였다. 분석결과, 첫째, 혁신성은 지각된 유용성과 지각된 용이성에 유의적인 영향을 미치는 것으로 나타났다. 둘째, 정보의존성은 지각된 유용성과 지각된 용이성에 유의적인 영향을 미치는 것으로 나타났다. 셋째, 정보제공 충분성은 지각된 유용성과 지각된 용이성에 유의적인 영향을 미치는 것으로 나타났다. 넷째, 리뷰신뢰성은 지각된 유용성과 지각된 용이성에 유의적인 영향을 미치는 것으로 나타났다. 다섯째, 지각된 용이성은 지각된 유용성에 유의적인 영향을 미치는 것으로 분석되었다. 마지막으로 지각된 유용성과 지각된 용이성은 모바일 베이커리 어플리케이션의 지속적 이용에 유의적인 영향을 미치는 것으로 분석되었다.

Saudi Women's Interest in Breast Cancer Gene Testing: Possible Influence of Awareness, Perceived Risk and Socio-demographic Factors

  • Amin, Tarek Tawfik;Al-Wadaani, Hamed Abdullah;Al-Quaimi, Manal Mubarak;Aldairi, Nedaa' Abdullah;Alkhateeb, Jawaher Mohammed;Al-Jaafari, Azzam Abdul Lateef
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권8호
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    • pp.3879-3887
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    • 2012
  • Background: Development of effective educational strategies should accompany increases in public awareness and the availability of genetic testing for breast cancer (BC). These educational strategies should be designed to fulfill the knowledge gap while considering factors that influence women's interest in order to facilitate decision making. Objective: To determine the possible correlates of Saudi women's interest in BC genes testing including socio-demographics, the level of awareness towards BC genes, the family history of BC and the perceived personal risk among adult Saudi women in Al Hassa, Saudi Arabia. Subjects and methods: This cross-sectional study was carried out during the second BC community-based campaign in Al Hassa, Saudi Arabia. All Saudi women aged ${\geq}18$ years (n=781) attending the educational components of the campaign were invited to a personal interview. Data collection included gathering information about sociodemographics, family history of BC, the perceived personal risk for BC, awareness and attitude towards BC genes and the women's interest in BC genes testing. Results: Of the included women (n=599), 19.5% perceived higher risk for BC development, significantly more among < 40 years of age, and with positive family history of BC before 50 years of age. The participants demonstrated a poor level of awareness regarding the inheritance, risk, and availability of BC genetic testing. The median summated knowledge score was 1.0 (out of 7 points) with a knowledge deficit of 87.8%. The level of knowledge showed significant decline with age (> 40 years). Of the included women 54.7% expressed an interest in BC genetic testing for assessing their BC risk. Multivariate regression model showed that being middle aged (Odds Ratio 'OR'=1.88, confidence intervals 'C.I'=1.14-3.11), with higher knowledge level (OR=1.67, C.I=1.08-2.57) and perceiving higher risk for BC (OR=2.11, C.I=1.61-2.76) were the significant positive correlates for Saudi women interest in BC genetic testing. Conclusion: Saudi women express high interest in genetic testing for BC risk despite their poor awareness. This great interest may reflect the presence of inappropriate information regarding BC genetic testing and its role in risk analysis.

산부의 가족분만참여 요구 (A study on needs of women in labour to have family participation during the labour process)

  • 김혜숙;최연순;장순복;전은미;정재원
    • 모자간호학회지
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    • 제3권1호
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    • pp.38-48
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    • 1993
  • This study was done to suggest modification in the present hospital policy for Labour and Delivery which separates women in labour from their families. The design for study was a descriptive study. The number of subjects consisted of 82 postpartum women who had delivered within 12 hours and for whom there were no complications either for the mothers or for the newborns. Data collection was done with a structured questionnaire which was analyzed using frequencies and percentiles. The results of this study are as follows : 1. Most of subjects (90.2%) wanted their family to participate in the labour process. Husband were chosen as the primary participant(79.3%). The number of subjects who wanted their family to support them through the whole labour process (35.4%) was the highest, followed by, during labour(32.9%), as contrasted to, during delivery (1.2%). 2. Support from husband during pregnancy ranged from 55.6%-87.6% for all items. Primary support was from husband during the pregnancy. 3. The subjects wanted support from their families in labour by way of encouraging(84.1%), consolidating(81.7%), changing position(43.9%), maintaining relaxation(35.4%) and helping with respiration control (29.3%). The results showed higher support on the emotional level than the physical and informational level (26.8%). 4. The subjects answered that they expected that participation by their family during the labour process would have the effect of increasing security for the women in labour(79.3%), providing a better relationship between the family and the women in labour (57.3%) and the newborns(34.1%), and making for an easier labour courses (23.2%). 5. The priority of family members that the subjects wanted support from was, the husband, mother and mother-in-law in that order. It can be concluded that nurses help to maintain a management policy in the maternity setting which ignores the needs of the women in labour. If consideration is to be given to these subjects, future programs should include participation by the family in the labour process.

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대구광역시 노인복지시설 유형별 수요추정 (A Study on the Forecast of Bed Demand ofr Institutional Long-term Care in Taegu, Korea)

  • 김명희
    • 대한간호학회지
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    • 제30권2호
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    • pp.437-451
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    • 2000
  • The purpose of this study was to estimate the forecast of bed demand for institutional long-term care for the elderly persons in Taegu Metropolitan City. The study subject was the total 1,877 elderly persons over age 65 living in Taegu. Among them 1,441 elderly persons were sampled from community and 436 were from the elderly admitted 5 general hospitals. Data collection was carried out by interview from 25 August to 25 December 1997. The measuring instrument of this study was the modified tool of CARE, MAI, PCTC, and ADL which were examined for validity and reliability. In order to forecast bed demand of Nursing Home, this study revised prediction techniques suggested by Robin. The results were as follows : 1. OLDi of Taegu City were 122,202 by the year 1998 and number of Low-Income Elderly Persons were 3,210. 2. The Level I : Senior Citizen Home $ADEMi=\frac{AQi * ASTAYi}{365 * AOCUi}$. AQi = OLDi * LADLi * NASi * ALONi * LIADLi * AUTILi. Predicted number of bed demand for Home Based. Elderly Persons were 4,210 and Low-Income Elderly Persons were 1,081 and Total Elderly Persons were 5,291 by the year 1998, 6,343 by the year 2000 and 8,351 by the 2005. 3. The Level II : Nursing Home $BDEMi=\frac{(BQ1i+BQ2i) * BSTAYi}{365 * BOCUi}$. BQ1i = OLDi * HADLi * ALONi * HIADLi BQ2i = OLDi * HADLi * FAMi * OBEDi Predicted number of demand for Total Elderly Persons were 668 by the year 1998, 802 by the year 2000 and 1,055 by the 2005. 4. The Level III : Nursing Home $CDEMi=\frac{COLDi * HDISi * CUTILi * CSTAYi}{365 * COCUi}+OQi/10$ Predicted number of demand for Total Elderly Persons were 1,899 by the year 1998, 2,311 by the year 2000 and 3,003 by the 2005. 5. Predicted number of bed demand of long-term care facilities in the year 1998 according to Levels were 4.3% among elderly persons in Taegu by Level I, 0.5% by Level II and 1.5% by Level III. Number of elderly persons in current long-term care facilities were 458 in LevelI I,284 in Level II. 6. Deficit number of bed demand of long-term care facilities were 4,833 in Level I, 384 in Level II, 1,899 in Level III for the elderly persons in Taegu Metropolitan City.

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간호대학생의 전공만족도와 교수-학생 상호작용이 대학생활적응에 미치는 영향 (The Effects of Nursing Students' Major Satisfaction and Professor-Student Interaction on their Adjustment to University Life)

  • 임경민;박정훈
    • 한국산학기술학회논문지
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    • 제19권9호
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    • pp.195-205
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    • 2018
  • 본 연구는 간호학과 학생들의 전공만족도와 교수-학생 상호작용이 대학생활적응에 미치는 영향을 규명하기 위한 서술적 조사연구이다. 본 연구의 자료 수집 기간은 2017년 7월 22일부터 8월 15일까지 실시하였으며, 본 연구를 위한 자료수집은 B광역시, U광역시, G시 소재 8개 대학의 간호학과 1, 2학년 학생 중 연구목적을 이해하고 자발적으로 연구 참여에 동의한 학생 중 부적절한 응답을 제외한 205명의 설문지를 분석하였다. 연구결과로 대상자의 일반적 특성에 따른 대학생활적응 정도는 학년, 건강상태, 대인관계. 희망진로, 학교성적, 가정생활정도에 따라 유의한 차이가 있었고, 전공만족도가 높고, 교수-학생 상호작용이 높을수록 대학생활적응이 높음을 알 수 있었다. 회귀분석 결과 전공만족도가 대학생활적응에 가장 높은 영향을 미치는 것으로 나타났다. 따라서 저학년들이 간호대학생으로의 전공에 대한 만족을 향상시킬 수 있는 교과내외의 프로그램을 지속적으로 적용하고, 입학시부터 지도교수나 교과담당교수진과의 다양한 의사소통이나 상담의 기회를 제공하도록 하여야 할 것이다.

응급환자의 방사선영상검사 분포 및 Patient Care (The Distribution and Patient Care in Radiography for Emergency Outpatients)

  • 이환형;강원한
    • 대한방사선기술학회지:방사선기술과학
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    • 제19권1호
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    • pp.55-74
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    • 1996
  • This study was carried out to improve service efficiency and to cope with a emergency situation in emergency radiography, through analysis of the radiographic distribution and literature cited about emergency care. Data collection of radiographic distribution was surveyed for 761 emergency outpatients who visit during JAN, 1994 at ER of the general hospital in Pusan city. The results is as follows: Emergency radiography rate of simple radiography was 61.1 %, special radiography 2.5 %, CT 12.6 %, and ultrasonography 6.7 %. In simple radiography rate, a high rate was distributed on male(63.6 %), thoracicsurgery part(90.0%), admission patient(74.9 %), and long stayed patient at ER. In special raiography rate, a high rate was observed in urologic part(28.6%), and in CT rate, observed neurosurgery part(49.2 %) and neurologic part(36.7%). Ultrasonography rate was high for female(8.8 %) and internal medicine part(15.9 %). There are distributed regional radiography rate in radiographic type that chest(55.3 %) is high in the simple radiography, urinary system(1.2%) in the special study, and brain(40.0 %) in the CT. Regional radiography rate according to diagnostic department also was showed highly for head(64.6%) in neurosurgery, chest(90.0%) in thoracic-surgery, abdomen(58.0%) in general-surgery, spine (40.0% ) in neuro-surgery, and pelvis(15.9%), upper extrimity(20.5%), and lower extrimity(31.8%) in orthopedic-surgery each. Mean radiographic case number per patient of simple radiography was sinificant on sex, age, transfer relation in both total and radiographic patients(p<0.05). Mean radiographic case number was highly distributed on male(2.2 case number) in sex, on thirties(2.7) in age, transfered patient(2.7) in patient type, and on neurosurgery(3.4) in diagnostic charged part. Total radiographic case number in regional part was highly distributed on chest(499 case number). Considering the above results, emergency radiographer should take care of the elder patient in emergency radiography and get hold of injury mechanism to decrease possible secondary injury during radiography. Because of high radiography rate of urinary system in special study, radiographer should know well about dealing with contrastmedia administration and related instrument. All radiographer who take charge emergency patient should cope with a emergency situation during radiography, Because head trauma patients is very important in patient care, especilly in CT at night, charged doctor should be always silted with CT room and monitoring-patient. Radiography was reqested by many diagnostic department in ER. Considering that rate of simple radiography is high, special room for emergency radiography should be established in ER area, and the radiographer of this room should be stationed radiologic technician who is career and can implement emergency patient care.

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의료기관 방사선작업종사자들의 방사선/능 방어에 대한 인식도 및 수행도 분석: 부산지역 의료기관을 중심으로 (An Analysis of the Awareness and Performance of Radiation Workers' Radiation/Radioactivity Protection in Medical Institutions: Focused on Busan Regional Medical Institutions)

  • 박철구;황철환;김동현
    • 대한방사선기술학회지:방사선기술과학
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    • 제40권1호
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    • pp.101-108
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    • 2017
  • 본 연구는 의료기관에 종사하는 방사선작업종사자들의 방사선/능 방어에 대한 안전관리 인식과 행동조사에 관한 연구를 시행하였다. 자료 수집은 구조화된 설문지를 사용하여 의료기관에 근무하는 방사선작업종사자 267명을 대상으로 하였다. 그 결과, 40대, 50대 그룹과, 고학력 그룹에서 방사선 안전관리 인식도와 수행도가 높은 것으로 분석되었다. 방사선 안전관리 지식에 따른 분석은 "매우 잘 알고 있다" 그룹에서 인식도와 수행도 점수가 높은 것으로 분석되었다. 안전관리 노력 정도에 따른 분석은 "다양한 교육을 받거나 책을 통해 안전관리 내용을 공부하고 있다" 그룹에서 높은 인식척도와 수행척도를 나타냈다. 하부요인들간 상관관계의 경우 종사자 개인측면의 인식도와 환자 및 환자보호자 측면의 인식도에서 가장 높은 정적상관을 나타냈다. 따라서 의료기관에 근무하는 방사선작업종사자들의 다양한 경로를 통한 지속적인 방사선 안전관리 교육 습득을 통해 종사자 및 환자 그리고 환자보호자에 대한 방사선 안전관리가 이루어져야 할 것으로 사료된다.

색채 환경 기반의 인체 반응 정보 측정 시스템 (A Measurement System for Color Environment-based Human Body Reaction)

  • 김지언;정창원;주수종
    • 인터넷정보학회논문지
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    • 제17권2호
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    • pp.59-65
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    • 2016
  • 색채 환경에 따라 인지반응의 상관관계를 분석한 결과가 다양한 산업분야에 적용되고 있다. 특히, 의학 분야에서 색채 환경기반 생체신호를 수집하여 환자 상태의 파악과 치료 그리고 뇌활동의 규명에 관련된 연구가 활발하게 진행되고 있다. 그러나 기존 연구들은 색채조명 또는 LED를 이용한 색채 환경을 구축하여 다양한 실험을 진행하고 있으나 다른 광원에 노출 되어 심리적인 영향을 주는 문제점을 갖고 있다. 따라서, 본 논문에서 제안하는 시스템은 HMD(Head-Mounted-Display)를 이용하여 피험자에게 완벽한 색채 환경조건을 제공하고자 한다. 그리고 인체반응정도 측정을 위해 기억력-주의력 테스트하는 동안 BMS(Bio-Medical-System)으로 생체정보를 수집하여 색채별 인체반응정도 측정뿐만 아니라 심리적인 변화에 대한 상관관계를 확인할 수 있는 시스템을 제안한다. 제안한 시스템을 통하여 수집하는 생체정보는 심전도(ECG), 호흡(Respiration), 산소포화도(SpO2), 임피던스(Bio-Impedance), 혈압(Blood-Pressure) 이며 데이터베이스에 저장한다. 이와함께, 인체의 인지반응을 측정하기위해 기억력-주의력 테스트는 앱으로 구현하여 색채 조건별 인지반응 정보를 측정하고 결과를 확인 할 수 있다. 제안한 시스템을 통하여 수집된 인체반응정보를 활용하여 생리학적 정보의 정량화하는 연구를 진행할 수 있으며, 색채 환경과 생리학적 정보의 상관관계를 분석하여 의학적 진단 및 치료에 응용이 될 것으로 기대한다. 향후 연구로 구축한 시스템을 통해 수집된 데이터를 분석 및 시각화 기능을 추가하고, 치매 질환의 예측 및 치료를 위한 시스템으로 확장하여 재활프로그램으로서의 유효성을 평가하고자 한다.

영아의 수유 및 보충식에 대한 조사연구 (A Survey Of Infant Feeding Practices In Seoul, 1991.)

  • 김효진;박영숙
    • 대한간호학회지
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    • 제23권3호
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    • pp.377-398
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    • 1993
  • A survey of infant practices was conducted to provide information on which to base planned nursing interventions. The subjects were a convenience sample of 168 mothers visiting out - patients departments of five general hospitals and one public health center in Seoul for immunizations or treatment for common colds for their infants from two to 12 months of age. Data collection was carried out from July 8th to September 30th, 1991 using a questionnaire of 84 questions, 31 on the type of feeding, 22 on supplementary feeding and 21 on demographic infer mation. The results are summarized as follows : 1) The type of feeding was primarily artificial feed-ing (63.1%), followed by mixed feeding (22%) and breast feeding (14.9%) of the 59 mothers expecting during pregnancy to breast feed, 54. 2% changed artificial feeding and 30.5% went on to breast feed as they had expected. For mothers expecting to continue breast feeding over seven months. only one infant was being breast fed for over seven months. 2) For the 106 mothers using artificial feeding, 70. 8% hed attempted breast feeding, 64% of them for less than a month. Breast milk had been suppressed by for medication (38.7%) : 34.9% had used no specia] means. 3) The major reasons for replacing breast feeding with artificial feeding were the infants' demand for more milk (47.2% ) and insufficient supply of breast milk (49.3%). 4) Most mixed feeding was started at the age of one to three months (59.5%). Only 34.4% gave an artificial feeding after breast feeding : most (46%) alternated breast feeding with artificial feeding. On the whole, the motive for mixed feeding was the lack of breast milk (70.3%). 5) Many mothers (81.8%) were adding vitamin or mineral supplements to artificial milk and 51.5% were adding something to faciliate digestion. As for the method of sterilizing milk bottles and nipples, 56% had sterilized them together in boiling water from the beginning : 27% were just washing the bottles after boiling only once initially when measuring artificial milk powder, 31. 5% of the mothers over filled the measuring spoon rather than to the level. 6) The mother's occupation was related to her way of feeding. Mothers at home full time did more breast feeding than mothers employed outside the home. (x²=5.72, p=〈0.05). 7) Most mothers began supplementary food, from three to four months (48.8%) : 11.2% began later than seven months. Supplementary food was given between milk feedings by 67.2% of the mothers : 19.2% gave it before a milk feeding. Some mothers(26.4%) made their own supplementary food : 19.2% used ready - made supplementary food products for convenience. Recommendations for nursing interventions included : 1. Prenatal education about the advantages of breast feeding and breast care, and home visits after delivery for counselling related to breast feeding. Correct preparation of artificial feeding methods need to be taught in both pre & postnatal periods. In addition, specific education about supplementary feeding needed. 2. Further research is indicated about the Perceived lack of supply of breast milk and about the effectiveness of nursing interventions to Promote breast feeding.

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